UNESCO and the Fate of the World Heritage Indigenous Peoples Council of Experts (WHIPCOE)
Bibliographic record
Abstract
Abstract In December 2000, a World Indigenous Peoples Forum was held in conjunction with the 24th session of UNESCO's World Heritage Committee in Cairns, Australia. Representatives from Australia, Canada, and New Zealand harnessed the momentum of these events and their location to propose the formation of a new committee, the World Heritage Indigenous Peoples Council of Experts (WHIPCOE). The initiative was taken in response to concerns voiced by indigenous peoples to their lack of involvement in the development and implementation of laws, policies, and plans for the protection of their knowledge, traditions, and cultural values, which apply to their ancestral lands, within or comprising sites now designated as World Heritage properties. This article traces the fate of that proposal and underlines the intransigence of sovereign states during those short-lived discussions. It goes on to suggest alternate routes for indigenous representation and recognition within the World Heritage system.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.017 | 0.027 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.014 |
| Scholarly communication | 0.011 | 0.006 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.006 | 0.006 |
| Insufficient payload (model declined to judge) | 0.006 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".